| 基于MATLAB的遗传算法优化软件设计 |
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| 引用本文： | 胡新,何海浪,郭潇然.基于MATLAB的遗传算法优化软件设计[J].汽车实用技术,2014(8):32-34. |
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| 作者姓名： | 胡新 何海浪 郭潇然 |
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| 作者单位： | 长安大学,陕西西安710064 |
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| 摘 要： | 优化设计理论使工程设计方法发生了变革。其中,遗传算法理论与传统优化算法相比,具有鲁棒性、自适应性、全局优化性和隐含并行性的特点。本文基于Matlab语言编程实现了遗传算法,并设计搭建了用户界面。通过标准测试函数对所开发软件优化功能进行了测试检验,优化结果准确,操作简单方便,系统设计满足预期要求。
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| 关 键 词： | 遗传算法 Matlab 优化软件 标准测试函数 |
Genetic algorithm optimization software design based on MATLAB |
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| Authors: | Huxin He Hailang Guo Xiaoran |
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| Institution: | ( Chang＇an University, Shaanxi Xi＇an 710064 ) |
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| Abstract: | The optimal design theory in engineering design has made the traditional engineering approach to a fundamental change.The theory of genetic algorithm in the optimization of the design are robust,adaptive,global optimization and implicit parallelism,which the traditional optimization algorithms donot have.This paper dsigns the genetic algorithm based on Matlab programming and build the user interface.Through the standard test function test the development software optimization function,the optimization results accurate,system friendly interface,easy to operate,the system design is expected to meet. |
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| Keywords: | Genetic Algorithms Matlab Optimization software Standard test functions |
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